Browsing by Keywords "Nonlinear models"

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    • A coupled model for healthy and cancerous cells dynamics in Acute Myeloid Leukemia 

      Avila, J. L.; Bonnet, C.; Özbay, Hitay; Clairambault, J.; Niculescu, S. I.; Hirsch, P.; Delhommeau, F. (IFAC, 2014)
      In this paper we propose a coupled model for healthy and cancerous cell dynamics in Acute Myeloid Leukemia. The PDE-based model is transformed to a nonlinear distributed delay system. For an equilibrium point of interest, ...

    • Nonlinear regression via incremental decision trees 

      Vanlı, N.; Sayın, M.; Neyshabouri, Mohammadreza Mohaghegh; Özkan, H.; Kozat, Süleyman S. (Elsevier, 2019)
      We study sequential nonlinear regression and introduce an online algorithm that elegantly mitigates, via an adaptively incremental hierarchical structure, convergence and undertraining issues of conventional nonlinear ...